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A Review on Dimension Reduction

Summarizing the effect of many covariates through a few linear combinations is an effective way of reducing covariate dimension and is the backbone of (sufficient) dimension reduction. Because the replacement of high-dimensional covariates by low-dimensional linear combinations is performed with a m...

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Bibliographic Details
Main Authors: Ma, Yanyuan, Zhu, Liping
Format: Artigo
Language:Inglês
Published: 2013
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3685755/
https://ncbi.nlm.nih.gov/pubmed/23794782
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1751-5823.2012.00182.x
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